Evidence map›Paper›PMID 42294028›Full record

ArticleACS polymers Au2026

Intrinsic Correlation between Dynamic Phase Separation and Tunable Multishape Memory Effect in Double-Network Hydrogels.

Zhengteng Chen, Xinhui Peng, Xiaodong Wang, Ziyu Xing

Abstract read
In one paragraph

Article in ACS polymers Au, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Zhengteng ChenHebei Key Laboratory of Mechanical Reliability for Heavy Equipments and Large Structures, and School of Civil Engineering and Mechanics, Yanshan University, Qinhuangdao, Hebei 066004, China.
Xinhui PengHebei Key Laboratory of Mechanical Reliability for Heavy Equipments and Large Structures, and School of Civil Engineering and Mechanics, Yanshan University, Qinhuangdao, Hebei 066004, China.
Xiaodong WangHebei Key Laboratory of Mechanical Reliability for Heavy Equipments and Large Structures, and School of Civil Engineering and Mechanics, Yanshan University, Qinhuangdao, Hebei 066004, China.ORCID https://orcid.org/0000-0002-0986-373X
Ziyu XingInstitute of Rheological Mechanics, School of Mechanical Engineering and Mechanics, Xiangtan University, Xiangtan, Hunan 411105, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cooling-induced shape memory hydrogels exhibit great potential for biomedical applications, as they effectively minimize the risk of irreversible thermal damage to human tissues. However, due to the complex phase separation occurring within their internal architecture, the current understanding of the modulatory mechanism governing the shape memory behavior of hydrogels remains unclear. In this study, we propose a dynamic phase separation model to elucidate the mechanisms of association and dissociation within the reversibly cross-linked network of double-network hydrogels in the shape memory temperature range. The dual-network structure consists of a permanently cross-linked network for structural stability and a reversibly cross-linked network for shape fixation and recovery. Based on the proposed model, the formation of the reversibly cross-linked network is governed by the activation energy required for the escape of hydrophobic units from solvation cages. Subsequently, by extending the entropy compensation theory, the dissociation probability of the reversibly cross-linked network upon cooling is well characterized. The validity of the proposed model is verified by its successful application in predicting the multishape memory behavior and stress-strain relationship of double-network hydrogels under various thermochemical coupling conditions. This study is expected to provide a practical methodology for understanding the mechanisms of the thermal stiffening behavior and the multishape memory effect (multi-SME) in double-network hydrogels.

Indexed as

hydrophobic interactionsphase separationpolymer networksshape memory effectshape memory hydrogels

Identifiers

PMID42294028
PMCPMC13261729

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.